Transform Your Organization,
Not Just Your Skills

The first enterprise AI program designed to turn individual productivity gains into organizational transformation. Built on Wharton research. Delivered by O'Reilly.

Enroll Your Team

The Gap Nobody's Talking About

Over 40% of knowledge workers are using AI, privately reporting extraordinary gains. Yet organizational metrics barely move. Why? Because they're hiding it.

40%+
of workers already using AI at work
50%
reported time savings on tasks
~20%
adoption of official AI tools

Ethan Mollick calls them "Secret Cyborgs": workers who've revolutionized their own productivity while their organizations remain stuck in 2023.

The Three Keys to AI Transformation

Individual productivity and organizational productivity are not the same thing. Transformation requires three distinct capabilities working together.

The Crowd

Discovery & Sharing

The distributed workforce that discovers where AI helps and shares insights rather than hoarding them.

The Lab

Systems & Deployment

The technical function that turns discoveries into tools everyone can use, building rapidly and benchmarking for your context.

Leadership

Organizational Design

Leaders who create conditions for transformation: clear policies, rewards for AI discoveries, and visible commitment.

Three Tracks, One Transformation

AI Discovery & Sharing

Build The Crowd
📅 6 weeks⏱️ 5-6 hrs/week👥 20-25

Develop AI fluency and the habit of sharing discoveries. Graduate as the vanguard that normalizes AI use.

  • Understanding AI as a thinking partner
  • Prompt engineering fundamentals
  • AI use case discovery
  • Communicating discoveries
  • Building your AI workflow
  • Becoming a Crowd catalyst
$1,499 per seat

AI Systems & Deployment

Build The Lab
📅 8 weeks⏱️ 6-8 hrs/week👥 15-20

Build production AI applications: RAG systems, agents, and tools for your entire organization.

  • APIs, architecture, build mindset
  • Rapid distribution
  • RAG fundamentals & optimization
  • Organization-specific benchmarks
  • Agentic AI and tool use
  • Production safety
$2,999 per seat

AI Organizational Design

Build Leadership
📅 7 weeks⏱️ 4-5 hrs/week👥 15-20

Create conditions for transformation: vision, incentives, governance, and organizational structures.

  • The organizational AI gap
  • Creating vivid AI vision
  • Incentive design
  • Building the Lab function
  • Governance that enables
  • Measuring what matters
$3,499 per seat

Detailed Curriculum

Week 1: Understanding AI as a Thinking Partner

How LLMs work, why AI hallucinates, live problem-solving demos. Deliverable: AI Experiment Log.

Week 2: The Art of Getting Good Outputs

Prompt engineering, structure, few-shot prompting, live makeovers. Deliverable: 10-prompt Library.

Week 3: AI for Your Actual Work

Use case discovery, guest practitioner panel. Deliverable: Use Case Discovery Report.

Week 4: From Discovery to Sharing

Secret Cyborg psychology, documenting for others. Deliverable: Shareable Discovery Package.

Week 5: Building Your AI Workflow

Tool integrations, automation, workflow design. Deliverable: Personal AI Workflow Map.

Week 6: Becoming a Crowd Catalyst

Responsible AI use, capstone presentations. Deliverable: Complete AI Productivity Playbook.

Week 1: Foundations

Lab mindset, API development, hands-on building. Deliverable: Working CLI Tool.

Week 2: Rapid Distribution

Prompt to product in 90 minutes, quick UIs. Deliverable: Deployed Tool.

Week 3: RAG Fundamentals

Embeddings, vector stores, retrieval. Deliverable: Chat With Your Docs app.

Week 4: RAG Optimization

Advanced chunking, evaluation systems. Deliverable: Evaluation Dashboard.

Week 5: Organization Benchmarks

Custom tests for your context. Deliverable: Benchmark Suite.

Week 6: Agentic AI

Tool use, function calling, ReAct. Deliverable: Working Agent.

Week 7: Production & Safety

Monitoring, guardrails, security. Deliverable: Hardened Application.

Week 8: Capstone

Building what doesn't work yet, Demo Day. Deliverable: Capstone Project.

Week 1: The Organizational AI Gap

Research, Secret Cyborgs, case studies. Deliverable: Organizational Diagnostic.

Week 2: Creating Vision

Concrete futures, addressing concerns. Deliverable: AI Vision Document.

Week 3: Incentive Design

Why employees hide AI, rewards that work. Deliverable: Incentive Design.

Week 4: Building the Lab

Structure, staffing, mandate. Deliverable: Lab Design Document.

Week 5: Governance

Enabling policies, risk balance. Deliverable: Governance Framework.

Week 6: Measuring

Impact metrics, dashboards. Deliverable: Metrics Dashboard Design.

Week 7: Integration

90-day plan, capstones. Deliverable: Complete AI Strategy.

Ready to Transform?

Enroll your team across all three tracks. Volume discounts available for enterprise deployments.